Add powerful, automated data validation to any pipeline block—right inside Mage.

Test reusable code blocks directly where you build them. Mage’s built-in data validation makes it easy to catch issues early and deploy with confidence.

Inline AI assistance, proactive debugging, and customizable monitoring dashboards—all built into your workflow so you stay in flow and in control.

Ship pipelines at the speed of thought. Go from idea to production-ready pipeline in minutes—with AI that speaks fluent data engineering.

Smarter pipelines, fewer incidents. Get AI-powered suggestions for best practices, performance tuning, and automatic debugging—right as you build.

Mage AI investigates errors, automatically debugs pipelines, and fixes broken code.

Revolutionize your coding workflow with Mage Pro's intelligent AI sidekick. Seamlessly generate, debug, and optimize code directly within your development environment. Leverage AI-powered insights to write complex queries, analyze data, and accelerate your development process without ever leaving your coding workspace.

Our AI has full context of your upstream code blocks and the data your code is expecting as input parameters.